This tutorial demonstrates how we can leverage modern causal machine learning (ML) and data science algorithms to infer causal effects from observational data. While standard ML excels at predicting ...

これまでも統計的因果推論については扱ってきてるけど、より教科書的なものを集約・整理したのがこのページ。元のページは以下3つ。 を整理されたテキストは以下が良いかな。 Machine Learning-based Causal Inference Tutorial This is a tutorial on machine learning-based causal ...

Decades of research have established a significant link between physical activity and health, influencing agenda setting, policy making and community awareness.1–4 However, the field continues to ...

Recommended for researchers equipped with computational skills who are prepared to apply computational methods to datasets and compete. Begins Wednesday June 22 at 1:30PM and continues through ...